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Yandex Games

Robot Evolution 3D

Robot Evolution 3D is an artificial-intelligence simulator where robots learn to walk, crawl and drive without direct control. Start a population of dozens of robots and watch a genetic algorithm with neural networks teach them to move forward, sense and avoid walls, and complete levels with three stars in just a few generations. Choose from 8 distinct robots: a buggy, six-legged beetle, spider, strider, worm, biped, hound and tank. Each has its own physics and way of learning. Guide evolution by changing the algorithm, population size, mutation strength and training goals such as speed, smoothness and clearance from walls, then see robot behaviour change before your eyes. Earn stars and coins, unlock new robots and levels, paint their chassis and compete on the leaderboard. The interface is available in 15 languages and works on computers and smartphones.

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How to play

• Start a level and the robot population will begin learning on its own. • Speed up time (x2 / x4 / x8) to see evolution produce results sooner. • Reach the target or travel as far as possible. Greater distance earns up to three stars. • Unlock the next level with three stars on the previous one, or try it temporarily after an ad. • In settings, choose the algorithm, population size and training goals; they change what the robots learn. • Unlock new robots with coins or by watching an ad.

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This game is a dynamic wall-smashing simulator where every hit brings you closer to a new zone and stronger gear. Take a mace and break through walls one after another: the farther you travel, the tougher the barriers become and the more hits they need before they collapse. Not strong enough? Train on a dummy, earn experience, raise your level, and increase your damage against walls. A higher level lets you handle sturdy obstacles faster and advance into new areas. You receive wins for clearing zones. Spend wins on new maces: they help you earn experience faster and make progression more effective. Choose your next mace, improve your power, destroy increasingly durable walls, and prove that you can reach the end of the path. Simple controls, clear strength growth, and a constant goal ahead make every new wall an important part of your progress.

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